Jin Xie

Research Interests

• LLM security
• Federated Learning
• Data inversion attack and defenses

Education

• 2022.09 - now, The Hong Kong University of Science and Technology(Guangzhou), Guangzhou, China, PhD.
• 2019.09 - 2022.06, Northeast University, Shenyang, China, M.S.

Publications

[1].Xie, J., Zhu, C., & Li, S. (2024). FedMeS: Personalized Federated Continual Learning Leveraging Local Memory. arXiv preprint arXiv:2404.12710.

[2].Xie J, & Zhou P. (2022). Burn-Through Point Modeling Using Error PDF Optimization Based Stochastic Configuration Network. 19th IFAC Symposium on Control, Optimization and Automation in Mining, Mineral and Metal Processing

[3].Zhou P, Xie J, Li W P, Wang H, & Chai T Y. (2021). Robust neural networks with random weights based on generalized m-estimation and pls for imperfect industrial data modeling. Control Engineering Practice, 105.

[4].Zhou P, Zhang R Y, Xie J, Liu J P, Wang H, & Chai T Y. (2020). Data-driven Monitoring and Diagnosing of Abnormal Furnace Conditions in Blast Furnace Ironmaking: an Integrated PCA-ICA Method. IEEE Transactions on Industrial Electronics, 99,1-1

Honors and Awards

First Prize of the 13th “Challenge Cup” China Student Entrepreneurship Program Competition

Liaoning Outstanding Graduates

National scholarship for Postgraduates